There's a lot of 'single serve' software being written now by AI. People using Claude Code to make stuff that solves problems they have. It's wild watching people who don't know how to code just use it to solve problems they have. Even if the solutions can be considered awkward by traditional software engineering standards, to the people just looking to solve their problems, that doesn't matter, so long as it works. I'm a software engineer by trade and don't know shit about ML, but I want a nice tool to be able to do RLHF / DPO on Z-Image, so I'm working with Claude to build one, and so far it can use ComfyUI to generate the image pairs, and allows you to pick A vs. B then start a training run with layer offloading enabled so it fits in 16GB VRAM, and I haven't finished a training run yet, but steps are increasing and loss is changing so... I dunno... I see lots of software being created that wasn't before.
These are all local, though - if ideas were all that mattered, we'd see widely available ones, too.
I am not seeing them. (I would love to be proven wrong, because "how well does this work for not-one-off software" is a really important question for me)
